#Product update

AIIf the default permission checker classifier is blocking actions you expect Claude Tag to take, you now can attach additional rules.

AIBen used ChatGPT as his construction consultant, helping Ben shape the structural design, source materials, and, crucially, translate his kids’ “wild ideas” into actual, buildable plans. Today, the treehouse is still evolving, and the family project keeps growing one Sunday - and one wild idea - at a time.

AIJetBrains Air now connects to ACP-compatible coding agents, including GitHub Copilot CLI, OpenCode, Pi, and Cline, through the Agent Client Protocol. The release also adds Beta Java and Kotlin navigation and diagnostics powered by the IntelliJ IDEA code engine, local model support through Ollama or LM Studio, and Docker-based agent tasks on Windows.

AIJetBrains has launched JetBrains Context in early access, a repository intelligence layer that builds a semantic index so coding agents can retrieve relevant code without repeated searching. In tests on 205 SWE-bench tasks, 175 production-monorepo tasks, and 1,953 code-localization tasks, it reduced agent turns by up to 68%, latency by up to 59%, and execution cost by up to 48%. It works with Claude Code, Codex CLI, and Junie CLI at no additional cost for JetBrains AI subscribers, and it does not store source code on JetBrains Context servers.

Why it matters: The source gives benchmark figures for turns, latency, and cost, showing how repository indexing might change agent workflows on large codebases.

AIThanks @satyanadella @scottgu for the continued partnership. Proud of what our teams are building together!

AIHere's my prompt for it: Manage my calendar for the week. Requirements: 1. <20 hours of meetings 2. Dedupe conflicting meetings. Look at past weeks to see what kinds of meetings I decline. Dinners don't count against the 20 hours. Build a skill that you refine. Ask me before updating invites. What do you use Cowork for?

AIKimi has temporarily paused new subscriptions after Kimi K3 demand pushed its GPU capacity close to limits over the past 48 hours. Existing subscribers are unaffected, and compute is being prioritized for current members while new subscription spots reopen in batches. The company also plans to split membership into Kimi Membership for Kimi Web, App, and Work, and Kimi Code Membership for coding workflows.

AISekhar and Katie Brandt built Foreguard, a free tool built with ChatGPT and Codex, to help families claim public benefits they are entitled to and plan private insurance coverage. The tool shows that modest budgets of $100 a month can create millions of dollars of day-one financial protection. The goal is to help families prepare earlier, before care decisions become urgent.

AIUse the infinite canvas to map ideas, storyboard to organize scenes, and video editor to refine the final video — so planning, sequencing, and editing stay in one workflow.

AIShow our team how you use Cowork so we can make it work better for you! If you're in marketing, sales, finance, legal, or any non-engineering role, sign up here for a 30 min screen share with our team:

AINow ChatGPT helps him run the business and build custom machines to automate the work behind it:

AIWell, eventually that became NotebookLM. And today - many congrats to the team on becoming @Gemini_Notebook!

AISable has created "Aidan," an AI employee that leads customer calls using vision, voice, video and real-time browser interaction. Frontier companies including Notion and Decagon are already using Sable to explain their products, and more than 150 companies are on its waitlist. Sequoia Capital led Sable's seed round and co-led its Series A.

AICognition's entire platform, including Devin Cloud, is now FedRAMP Class D (High) In-Process and listed on the FedRAMP Marketplace, extending FedRAMP High authorization beyond Devin Desktop (formerly Windsurf). Devin Desktop and CLI are already FedRAMP High Authorized for workloads with ITAR and DoW IL4, IL5, and IL6 requirements. The company says Devin Security Swarm can find and validate vulnerabilities and open remediation pull requests, and that fleets of Devins can upgrade legacy software 5-40x faster than humans alone.

AIStructural engineer James Costello, who oversees complex New York City high-rise demolitions, uses ChatGPT to review lengthy contracts, organize compliance documents, and create construction plans for his family-rooted firm DEMTEC. The post says the tool helps him move through these workflows faster and with more confidence, freeing time to grow the business and support his team.

AIWith her career at a crossroads, she moved to Atlanta, found a sewing machine in a friend’s attic, and taught herself a new craft. Inspired to design by her mother’s legendary disco style, Chan uses ChatGPT to help refine her sketches and bring her visions to life. She continues to create her own opportunities within the fashion industry, now dressing some of entertainment’s biggest names.

AIEmma Dahl wanted a historically inspired wedding dress that incorporated pearls from her grandmother's necklace, so she used ChatGPT over months to troubleshoot niche sewing and corset construction. The chatbot also helped her choose a sewing machine upgrade, the shape of her veil, and how to pack and travel with the orchids for her bouquet.

AIClaude Code on desktop now includes an in-app browser that can open any website. Claude can read, click through, and interact with sites as it does with local dev servers, and the browser is sandboxed and configurable, letting users choose whether sessions persist.

AIOpenAI introduced ChatGPT Work, a new agent inside ChatGPT powered by Codex and GPT-5.6. The quoted announcement says it can take action across apps and files, stay with a project for hours if needed, and turn a goal into finished work. Fidji Simo's own post adds that the team has worked to make Chat more agentic for a while.

AI…instructor schedules, manage payroll and inventory, and navigate permits and local regulations so they can focus on what's important.

AIThen, we're going deep on how Claude Tag actually works. AI used to finish your sentence. Then, it wrote entire features. Now, Claude Tag can monitor your channels, do proactive work for you, the whole team can steer it, and it remembers what you told it last week. Register:

AIAlong with MTP, Eagle3 and various ngram-based techniques, the local model performance takes another step up. Special thanks to NVIDIA team and Ruixiang Wang specifically for leading this effort!

AIWith Skywork Design: Describe your idea, generate production-ready UI, and publish it as a website in one click. Skywork Design isn't just another AI image or presentation tool—it's an AI workspace for turning ideas into real, interactive products. From prompt → UI → live website, in minutes.